Triple
T16011645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Morgan |
E388348
|
entity |
| Predicate | series |
P1761
|
FINISHED |
| Object |
Takeshi Kovacs series
The Takeshi Kovacs series is a cyberpunk science fiction saga following an ex-Envoy soldier navigating body-swapping technology, political intrigue, and noir-style mysteries in a dystopian future.
|
E1189410
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Takeshi Kovacs series | Statement: [Richard Morgan, series, Takeshi Kovacs series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Takeshi Kovacs series Context triple: [Richard Morgan, series, Takeshi Kovacs series]
-
A.
Born series
The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
-
B.
The Nova Trilogy
The Nova Trilogy is a landmark experimental science fiction series by William S. Burroughs that uses cut-up techniques to explore themes of control, addiction, and societal collapse.
-
C.
The Interdependency trilogy
The Interdependency trilogy is a science fiction series by John Scalzi that follows political intrigue, collapsing faster-than-light trade routes, and the struggle to save a far-flung human empire from impending isolation.
-
D.
Aftermath trilogy
The Aftermath trilogy is a series of canon Star Wars novels by Chuck Wendig that chronicles the turbulent events following Return of the Jedi and the fall of the Galactic Empire.
-
E.
The Void Trilogy
The Void Trilogy is a space opera science fiction series by Peter F. Hamilton set in his Commonwealth universe, blending far-future technology, interstellar politics, and a mysterious universe-spanning entity known as the Void.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Takeshi Kovacs series Triple: [Richard Morgan, series, Takeshi Kovacs series]
Generated description
The Takeshi Kovacs series is a cyberpunk science fiction saga following an ex-Envoy soldier navigating body-swapping technology, political intrigue, and noir-style mysteries in a dystopian future.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Takeshi Kovacs series Target entity description: The Takeshi Kovacs series is a cyberpunk science fiction saga following an ex-Envoy soldier navigating body-swapping technology, political intrigue, and noir-style mysteries in a dystopian future.
-
A.
Born series
The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
-
B.
The Nova Trilogy
The Nova Trilogy is a landmark experimental science fiction series by William S. Burroughs that uses cut-up techniques to explore themes of control, addiction, and societal collapse.
-
C.
The Interdependency trilogy
The Interdependency trilogy is a science fiction series by John Scalzi that follows political intrigue, collapsing faster-than-light trade routes, and the struggle to save a far-flung human empire from impending isolation.
-
D.
Aftermath trilogy
The Aftermath trilogy is a series of canon Star Wars novels by Chuck Wendig that chronicles the turbulent events following Return of the Jedi and the fall of the Galactic Empire.
-
E.
The Void Trilogy
The Void Trilogy is a space opera science fiction series by Peter F. Hamilton set in his Commonwealth universe, blending far-future technology, interstellar politics, and a mysterious universe-spanning entity known as the Void.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1829119648190aef5b5e84b26d898 |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf267a9c81908f1fa1ad117c5e2c |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd0bfc05881908d7223c52050ea14 |
completed | May 10, 2026, 12:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd159dbcc81908ac586a6b8de57cf |
completed | May 10, 2026, 12:29 a.m. |
Created at: April 10, 2026, 4:55 a.m.